{"id":"https://openalex.org/W7162791183","doi":"https://doi.org/10.1109/tci.2026.3698408","title":"End-to-End Spectrally Driven Colorimetric Calibration Framework for Color Imaging Systems","display_name":"End-to-End Spectrally Driven Colorimetric Calibration Framework for Color Imaging Systems","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162791183","doi":"https://doi.org/10.1109/tci.2026.3698408"},"language":null,"primary_location":{"id":"doi:10.1109/tci.2026.3698408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2026.3698408","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137396151","display_name":"J. Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"J. Zhai","raw_affiliation_strings":["Information Science and Engineering School, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0009-4111-1915","affiliations":[{"raw_affiliation_string":"Information Science and Engineering School, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137368066","display_name":"H. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"H. Wang","raw_affiliation_strings":["Information Science and Engineering School, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0000-4376-7867","affiliations":[{"raw_affiliation_string":"Information Science and Engineering School, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137320120","display_name":"M. Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"M. Zeng","raw_affiliation_strings":["Information Science and Engineering School, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0006-1595-6154","affiliations":[{"raw_affiliation_string":"Information Science and Engineering School, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137388169","display_name":"H. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"H. Li","raw_affiliation_strings":["Information Science and Engineering School, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1705-7460","affiliations":[{"raw_affiliation_string":"Information Science and Engineering School, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137335074","display_name":"X. Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"X. Xie","raw_affiliation_strings":["Information Science and Engineering School, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2624-9966","affiliations":[{"raw_affiliation_string":"Information Science and Engineering School, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I88372448"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4528145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"973","last_page":"982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.2782000005245209,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.2782000005245209,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.1468999981880188,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.10029999911785126,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6516000032424927},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.39410001039505005},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.38909998536109924},{"id":"https://openalex.org/keywords/optical-imaging","display_name":"Optical imaging","score":0.3677000105381012},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.3384999930858612},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.3384000062942505},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.3248000144958496},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.3221000134944916},{"id":"https://openalex.org/keywords/spectral-imaging","display_name":"Spectral imaging","score":0.31850001215934753}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6516000032424927},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5472999811172485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081999897956848},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.41440001130104065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39590001106262207},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.38909998536109924},{"id":"https://openalex.org/C92630104","wikidata":"https://www.wikidata.org/wiki/Q4115103","display_name":"Optical imaging","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.3384999930858612},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3375999927520752},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.3248000144958496},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C3232514","wikidata":"https://www.wikidata.org/wiki/Q7575196","display_name":"Spectral imaging","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C57177791","wikidata":"https://www.wikidata.org/wiki/Q1038886","display_name":"Imaging science","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C36262787","wikidata":"https://www.wikidata.org/wiki/Q2294018","display_name":"Color model","level":4,"score":0.28519999980926514},{"id":"https://openalex.org/C158479148","wikidata":"https://www.wikidata.org/wiki/Q609991","display_name":"Imaging spectroscopy","level":3,"score":0.28450000286102295},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.27889999747276306},{"id":"https://openalex.org/C45613198","wikidata":"https://www.wikidata.org/wiki/Q1134091","display_name":"Optical filter","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26100000739097595},{"id":"https://openalex.org/C2779495555","wikidata":"https://www.wikidata.org/wiki/Q5148596","display_name":"Color correction","level":3,"score":0.25949999690055847},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C186991048","wikidata":"https://www.wikidata.org/wiki/Q1184883","display_name":"Color difference","level":3,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tci.2026.3698408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2026.3698408","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W2033230679","https://openalex.org/W2067483150","https://openalex.org/W2072445211","https://openalex.org/W2093169440","https://openalex.org/W2105792009","https://openalex.org/W2127701282","https://openalex.org/W2133665775","https://openalex.org/W2150969685","https://openalex.org/W2519963891","https://openalex.org/W2520430674","https://openalex.org/W2562637781","https://openalex.org/W2610872427","https://openalex.org/W2612361715","https://openalex.org/W2946422491","https://openalex.org/W2950689937","https://openalex.org/W2962785568","https://openalex.org/W3036070380","https://openalex.org/W3081240590","https://openalex.org/W3084719054","https://openalex.org/W3096136005","https://openalex.org/W3100615016","https://openalex.org/W3199763943","https://openalex.org/W4205702489","https://openalex.org/W4213003826","https://openalex.org/W4311877866","https://openalex.org/W4319341503","https://openalex.org/W4377997263","https://openalex.org/W4381337401","https://openalex.org/W4385693282","https://openalex.org/W4391223684","https://openalex.org/W4403382241","https://openalex.org/W4408646667","https://openalex.org/W4410511978","https://openalex.org/W7125124547"],"related_works":[],"abstract_inverted_index":{"The":[0],"complete":[1],"workflow":[2],"in":[3,119,176,190],"color":[4,62,88,93,116,131,151,177,191],"imaging":[5,63],"and":[6,10,37,40,74,115,171,184],"display":[7,189],"is":[8,68,147],"complex":[9,32],"involves":[11],"multiple":[12],"stages.":[13],"Using":[14],"visual":[15,165],"tristimulus":[16],"values":[17],"as":[18,82],"the":[19,25,42,110,158],"basis":[20],"for":[21,61,86],"unifying":[22],"modulation":[23],"across":[24],"pipeline":[26],"makes":[27],"it":[28],"possible":[29],"to":[30,128,149],"resolve":[31],"couplings":[33],"between":[34],"image":[35,45,80,99],"signals":[36],"human":[38],"vision":[39,94],"facilitates":[41],"advancement":[43],"of":[44],"Color":[46,65],"Appearance":[47],"Model":[48],"(iCAM)":[49],"applications.":[50],"This":[51,180],"study":[52],"proposes":[53],"an":[54,135,182],"end-to-end,":[55],"deep":[56],"learning-based":[57],"colorimetric":[58,137,169],"characterization":[59,138],"approach":[60],"systems.":[64],"space":[66,117,152,178],"mapping":[67],"derived":[69],"from":[70],"color-matching":[71],"functions":[72],"(CMFs)":[73],"system":[75],"spectral":[76],"sensitivity":[77],"using":[78],"hyperspectral":[79],"data":[81],"a":[83,92,120,125],"transferable":[84],"reference":[85],"various":[87],"spaces,":[89],"which":[90],"forms":[91],"calibration":[95,114],"module.":[96],"Unlike":[97],"traditional":[98],"signal":[100],"processing":[101],"(ISP)":[102],"pipelines":[103],"that":[104,157],"depend":[105],"on":[106,141],"sequential":[107],"handcrafted":[108],"steps,":[109],"proposed":[111,159],"method":[112,160],"combines":[113],"transformation":[118],"unified":[121],"CGAN-driven":[122],"framework,":[123],"providing":[124],"spectral-aware":[126],"alternative":[127],"conventional":[129],"ISP":[130],"processing.":[132],"In":[133],"addition,":[134],"end-to-end":[136],"model":[139],"based":[140],"Conditional":[142],"Generative":[143],"Adversarial":[144],"Networks":[145],"(CGANs)":[146],"introduced":[148],"perform":[150],"transformation.":[153],"Experimental":[154],"results":[155],"show":[156],"effectively":[161],"suppresses":[162],"noise,":[163],"improves":[164],"naturalness":[166],"while":[167],"maintaining":[168],"accuracy,":[170],"considerably":[172],"speeds":[173],"up":[174],"inference":[175],"conversion.":[179],"provides":[181],"efficient":[183],"accurate":[185],"route":[186],"toward":[187],"high-fidelity":[188],"imaging.":[192]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-05-30T00:00:00"}